How to Monitor Your Baby's Breathing and Heart Rate: What Science Says

2. Infant Respiratory Rate and Heart Rate: Physiological Norms by Age

Respiratory rate is one of the first vital signs evaluated in infants. It decreases progressively as the respiratory and nervous systems mature.

Normal Respiratory Rates in Infants

Age > Normal Respiratory Rate (cycles/min)

Less than 1 month > 40 to 60

1 to 6 months > 30 to 50

6 to 24 months > 20 to 40

These values correspond to the standards established by the National College of University Pediatricians, as reported in The Practitioner's Review. They are consistent with the data compiled on normal respiratory rates by age group, which confirm that infants naturally breathe much faster than older children or adults.

The infant's heart rate follows a similar logic. In a newborn, it generally oscillates between 100 and 160 beats per minute at rest, then stabilizes progressively over the first few months. These values also vary according to the sleep phase - active or calm - which makes a single reading much less reliable than long-term monitoring.

What these figures imply concretely

A three-week-old baby breathing 50 times per minute is perfectly normal. The same figure in an 18-month-old child deserves attention. That's why absolute values are not enough: age, context, and especially your baby's individual trend count as much as the figure itself.

3. Neonatal Sleep: Cycles, Normal Apneas, and Alert Thresholds

An infant's sleep does not resemble that of an adult. Their cycles are shorter - about 50 to 60 minutes versus 90 minutes in adults - and the proportion of paradoxical sleep (REM) is much higher, potentially representing up to 50% of total sleep time in newborns.

REM, NREM, and Their Effects on Breathing

In the REM phase, breathing becomes naturally more irregular. Pauses of a few seconds are frequent and expected. In the NREM phase, it becomes more regular and deep. This alternation generates variations in respiratory and heart rates that are physiologically normal and may surprise a parent observing their baby for the first time.

Normal Periodic Apneas vs Pathological Apneas

Periodic apnea is a common respiratory pattern in premature and full-term newborns. It is characterized by sequences of rapid breathing followed by a short pause, usually less than 10 seconds, without changes in skin color or heart rate.

This pattern is distinct from pathological apnea, clinically defined as a respiratory pause of more than 20 seconds - or of shorter duration if accompanied by bradycardia or oxygen desaturation. It is this second type that justifies close monitoring, especially in premature infants or those with respiratory histories.

Current recommendations from the American Academy of Pediatrics do not advocate for systematic home monitoring for healthy, full-term infants. They recognize the value of continuous monitoring for families with identified risk factors and, more broadly, the interest in trend monitoring for any parent wishing to better understand their child's sleep.

4. Baby Under-Mattress Sensor: How Ballistocardiography Measures Breathing and Heart Rate

This is the question many parents ask, rightly: how can a sensor placed under a mattress detect a baby's heart rate without any contact with their skin?

The answer lies in a well-established physical principle: ballistocardiography (BCG).

The Principle of BCG

With each heartbeat, blood is forcefully ejected into the aorta. This ejection creates a mechanical micro-impulse that propagates throughout the body - including downward, through the mattress. Similarly, each respiratory movement - the expansion and contraction of the thoracic cage - generates mechanical micro-vibrations transmissible through the sleeping surface.

These signals are tiny but measurable. A piezoelectric sensor placed under the mattress converts these micro-vibrations into electrical signals. The numerical processing of these signals then allows for the extraction of two distinct pieces of information: respiratory rate (slow cycles, large amplitude) and heart rate (fast cycles, smaller amplitude).

Why Piezoelectric Sensors Are Suitable for This Use

Piezoelectric sensors have several advantages for this type of measurement. They are very sensitive to mechanical variations of low amplitude. They do not require external power to generate a signal. They are robust, silent, and emit no radiation - qualities particularly valuable in a sleep environment where discretion and reliability are essential.

The main technical challenge lies in signal separation: distinguishing heartbeats from respiratory movements and filtering out artifacts related to the baby's movements or environmental vibrations. This is where signal processing algorithms come in, the sophistication of which directly conditions the quality of the data produced by the under-mattress sensor.

5. Non-Contact Infant Monitoring in 2026: What Scientific Research Says

Non-contact infant monitoring is an active area of research. Two recent publications illustrate the state of the science.

Respiratory Monitoring by Distant Sensors

A study published in MDPI Sensors (doi: 10.3390/s21092959) evaluated the feasibility of non-contact respiratory monitoring in infants, combining a 3D camera and radar. The results show that these technologies can estimate respiratory rate with a precision comparable to that of contact monitors in controlled conditions. The study also highlights the challenges related to infant movement and postural variability, which remain factors of uncertainty to be addressed algorithmically.

This work confirms that non-contact infant monitoring is scientifically viable and that the quality of the data largely depends on the robustness of the signal processing downstream of the raw capture.

Wireless Cardiac Sensors in Neonatal Intensive Care Units

A study published in Frontiers in Bioengineering and Biotechnology in 2025 (Senechal et al.) focused on wireless cardiac sensors in neonatal intensive care units. The context is different from home, but the conclusions are directly relevant: non-contact sensors offer a significant reduction in stress related to adhesive electrodes on the fragile skin of premature infants, while maintaining sufficient signal quality for clinical monitoring.

What this research highlights is that going contactless is not a compromise on quality. It is an evolution that responds to real needs, both in hospital settings and at home.

What Science Does Not Yet Say

It is important to be precise about the current limitations. Most studies on non-contact monitoring have been conducted in controlled environments or clinical settings. Data on performance at home - with mattresses of varying densities, different movements, and diverse acoustic environments - are still being compiled. Serious manufacturers are investing in this field validation, and it is a criterion to consider when choosing an under-mattress baby sensor.

6. Individualized Baseline vs Population Averages: The Key to an Effective Baby Monitor

The physiological norms presented above are population benchmarks. They describe what is observed on average in cohorts of healthy infants. They are useful for identifying cases that are clearly outside the norm, but they say nothing about what is normal for your baby in particular.

The Problem with Alerts Calibrated on Averages

A baby monitor that compares your child's data to a population average will generate alerts every time your baby deviates from it. However, some infants naturally have a slightly lower or higher respiratory rate than the median, without it being pathological. The result: frequent false alarms, growing anxiety, and a progressive loss of trust in the device.

The inverse is just as problematic. A baby whose usual respiratory rate is in the higher part of the normal range might show a significant decrease without triggering an alert if the threshold is set on the population average.

The Value of a Learned Baseline, Nap by Nap

A more relevant approach is to build an individual profile from your baby's real data, night after night, nap after nap. The more data the system accumulates, the better it understands what is normal for this specific child, at this specific age, in this specific sleep context.

This is the principle on which Mothair is based. The under-mattress sensor captures breathing, heart rate, and movements without any contact with your baby's skin. The application builds a personalized baseline that refines with each recorded nap. Notifications are triggered not because your baby deviates from a statistical average but because they deviate from their own usual pattern.

This distinction is not anecdotal. It directly determines the quality of the alert signal: less noise, more relevance.

Monitoring Over the First 1,000 Days

Infant physiology evolves rapidly. What is normal at two weeks is not at six months. A useful monitoring system must adapt to this evolution, not remain fixed on thresholds defined at birth.

Mothair is designed to accompany the first 1,000 days of your child's life, with weekly integrated monitoring in the interface. The sleep report generated after each nap gives you a clear view of the evolution over time - without having to interpret raw numbers.

7. FAQ

What is the normal respiratory rate for a 2-month-old baby at night?

Between 1 and 6 months, the normal respiratory rate is between 30 and 50 cycles per minute. In a 2-month-old baby, a rate of around 40 to 50 breaths per minute during sleep is entirely expected. Minor variations between active and calm sleep phases are part of normal functioning.

What is a normal apnea in an infant?

A normal periodic apnea is a brief respiratory pause - usually less than 10 seconds - without changes in skin color or heart rate. It is common in the REM phase in newborns and premature infants. A pause of more than 20 seconds, or accompanied by bradycardia or oxygen desaturation, is considered pathological and requires medical evaluation.

How can an under-mattress sensor measure heart rate without contact?

Through ballistocardiography. Each heartbeat generates a mechanical micro-impulse that propagates through the body and through the mattress. A piezoelectric sensor under the mattress detects these micro-vibrations and converts them into an electrical signal. Algorithmic processing then extracts the heart rate from this signal, separate from respiratory movements.

Is a non-contact baby monitor as reliable as one with electrodes?

Recent studies, notably those conducted in hospital settings on premature infants, show that non-contact sensors can achieve signal quality comparable to that of electrodes in controlled conditions. Performance at home depends on the quality of signal processing and the robustness of the algorithm in the face of movements and environmental variations.

Why is an individualized baseline preferable to standard thresholds?

Standard thresholds are defined on large populations and do not reflect individual variations. A baby whose usual respiratory rate is in the higher part of the normal range might show a significant decrease without triggering an alert if the threshold is calibrated on the average. A baseline learned from your baby's real data produces more relevant alerts and reduces false alarms.

What is the difference between an under-mattress sensor and a portable baby monitor?

An under-mattress baby sensor requires no contact with the skin: it slips under the sheet and measures continuously, without disturbing sleep. A portable monitor (sock, clip, bracelet) attaches directly to the infant and uses photoplethysmography (PPG) to measure oxygen saturation and heart rate at the skin level. In practice, portable monitors generate more false alerts related to movement and issues with maintaining contact on the skin over nights.

From what age is respiratory monitoring useful?

Monitoring is particularly relevant during the first months of life, when the autonomic nervous system is still immature and respiratory variations are most marked. It remains useful throughout the first 1,000 days, as infant physiology evolves rapidly and trend monitoring allows for the detection of progressive changes that would be invisible to occasional observation.

Do I need medical advice before using a breathing monitor at home?

For full-term, healthy babies, a home breathing monitor is a parental monitoring tool, not a medical diagnostic device. If your baby has a history of prematurity, respiratory issues, or other identified risk factors, discuss it with your pediatrician to define the appropriate level of surveillance for their situation.

8. Conclusion

Monitoring your baby's breathing and heart rate at night is first about understanding what you are observing. Physiological norms provide a framework. Neonatal sleep physiology explains the variations. And the science of under-mattress sensors shows how these data can be collected without disturbing your child's sleep or placing anything on their skin.

What research confirms in 2026 is that non-contact technology has reached a level of maturity that makes it relevant at home - provided that data processing is rigorous and alerts are calibrated on your baby, not on a statistical average.

If you are looking for a system that combines these two requirements - under-mattress sensor and individualized baseline - you can discover how Mothair works on mothair.fr.